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chromejaw / soil-classification-model

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Soil classification using deep learning on image data. Trained a model to classify soil images into Alluvial, Black, Clay, and Red soil categories using PyTorch and GPU acceleration. Achieved high accuracy of 1.000 in a Kaggle competition.

computer-vision deep-learning pytorch kaggle-competition image-classification cnn-model multiclass-classification soil-classification agriculture-ai annam-ai
  • Updated Nov 10, 2025
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